Deep Research
Cross-asset and strategy research compilations, validated against real market conditions. 20 articles
Research on Cash Flow Distribution and Liquidity Discount Mechanisms of Real Estate RWA: Property Fractionalization, Rent Distribution, and Redemption Restrictions
Real estate RWA: fractional ownership, smart contract cash flow, and liquidity discounts from redemption limits and thin markets vs tokenized Treasuries.
Read →
2026 Crypto Market Sentiment Indicators and Trading Signal Effectiveness Study: Fear & Greed, Social Sentiment, and On-Chain Sentiment
How Fear & Greed, social sentiment, and on-chain sentiment affect crypto trading signals: mechanisms, data, risks, and strategies. Not investment advice.
Read →
2026 Cross-Chain Bridge Asset Security and Risk Contagion Research: Bridge Protocol Vulnerabilities, Attack Cases, and Cross-Chain Liquidity Impact
Cross-chain bridges lock assets and rely on validation, creating concentrated risk. See vulnerabilities, attacks, liquidity contagion and security practices.
Read →
COIN Tokenized Stock Volatility and Risk Metrics: On-Chain Trading Characteristics and VaR Estimation (2026)
截至 2026 年 2 月，COIN 代币化股票波动率由标的股票价格、链上流动性与 24/7 交易机制共同驱动。本文梳理链上交易特征，比较历史模拟、参数法与蒙特卡洛 VaR 的适用性，并指出流动性风险与尾部风险。不构成投资建议。
Read →
Tokenized Gold Collateralization Mechanism and Risk Study: Collateral Management, Liquidation Thresholds, and Market Volatility Transmission
Explains tokenized gold collateralization, liquidation thresholds, and how price drops trigger liquidation spirals. Covers key risks. Not investment advice.
Read →
2026 Crypto Market Automated Market Maker Pricing and Arbitrageur Behavior Study: Impermanent Loss, Slippage, and Liquidity Provider Returns
Research on AMM pricing, arbitrageur behavior, impermanent loss, and slippage, analyzing how LPs optimize risk-adjusted returns. Not investment advice.
Read →
Research on the Relationship Between On-Chain Metrics and Prices in 2026: Exchange Net Flows, Miner Outflows, and Long-Term Holder Behavior
Analyzes the impact of exchange net flows, miner outflows, and long-term holder behavior on crypto prices, and explores combined methods and limitations.
Read →
2026 Tokenized Treasury Liquidity Risk: Cross-Market Redemption Linkage, Market Maker Hedging, and Liquidity Crisis Contagion
Tokenized Treasuries face liquidity mismatch; redemption linkage and market maker de-risking may amplify crises. Not investment advice.
Read →
Tokenized U.S. Treasuries Liquidity Risk: Redemption Mechanisms, On-Chain Depth, and Extreme Market Stress Tests
Tokenized U.S. Treasuries liquidity risk: redemption mismatches, thin on-chain depth, and market-maker exits can trigger depegs and liquidity spirals.
Read →
2026 Crypto Market Sector Rotation and Capital Flow Tracking Research: Rotation Signals for DeFi, Layer2, AI, and Meme
MSX Trading Lab: crypto sector rotation signals for DeFi, Layer2, AI, and Meme—track capital flows via on-chain and exchange data to reveal drivers/risks.
Read →
2026 DeFi Protocol Yield Strategy Research: Risk-Adjusted Return Comparison of Lending, Liquidity Mining, and Leveraged Staking
2026 DeFi lending, liquidity mining, and leveraged staking compared: nominal APY traps, impermanent loss, liquidation risks, and Sharpe ratio.
Read →
2026 RWA Policy Event Study: Impact of Regulatory Implementation on Tokenized Asset Trading Volume and Volatility Transmission Pathways
Impact of 2026 RWA regulation on tokenized asset volume and volatility transmission, with compliance divergence across US, EU, HK, SG.
Read →
2026 Crypto Market Volatility Surface Study: Option Implied Volatility Structure, Skew, and Trading Strategy Signals
Crypto options IV surfaces: term structure, skew, and pricing of short- vs long-term and upside vs downside risk, with strategy signals and risks.
Read →
2026 Perpetual Futures Funding Rate Extreme Value Strategy Research: Historical Quantiles, Cross-Exchange Arbitrage, and Drawdown Control
2026 funding rate extremes: quantiles, cross-exchange arbitrage, drawdown control. Thresholds are examples; backtest them. Not investment advice.
Read →
2026 Bitcoin ETF Flows and CME Basis Study: Institutional Hedging Behavior and Backwardation Signals
How 2026 Bitcoin ETF flows and CME basis reveal institutional hedging and backwardation signals with the 21M cap. As of Jan 2026; not investment advice.
Read →
2026 Crypto Derivatives Market Structure Study: Perpetual Futures Funding Rate and Liquidation Cascade Risk Transmission
This study covers perpetual futures funding rate mechanisms, liquidation cascade risk paths, and 2026 crypto derivatives market structure, with MSX fee examples. Not investment advice.
Read →
Robinhood Chain Tokenized Stocks and DeFi Incentives: Native Lending and Base Competition Accelerate
Robinhood Chain TVL surges as Base and Coinbase accelerate tokenized stock offerings. How does native lending protocol Arrow Finance fill the DeFi gap?
Read →
RWA Policy Map: Comparison of Regulatory Paths in Major Jurisdictions in Europe, the Americas, and Asia-Pacific (2026)
EU MiCA, US SEC Howey Test, HK VASP, Japan & Singapore compared for RWA tokenization: authorization, disclosure, AML, cross-border compliance.
Read →
AI Compute Capex Cycle Research: Cloud Provider Capex Guidance and Semiconductor Supply Chain Transmission
How cloud capex guidance leads semis? Big 4 cloud capex trends, transmission to equipment, foundry, OSAT, memory; benefit order, metrics, risks, data links.
Read →
Technical Pattern Study: Wedge Breakout Confirmation Signals, Failure Cases, and Application in the AI Computing Power Sector
Wedge breakout confirmation, failure cases, trend/range applicability, CMF neckline, and AI computing risk management. Not investment advice.
Read →